N.A. Antoni
Papers
1
Total Citations
8
H-Index
1
About
N.A. Antoni is a researcher whose work centers on the intersection of medical imaging, radiomics, and neuro-oncology, with a particular focus on acoustic neuroma (vestibular schwannoma). Their most notable contribution, the 2019 paper "Tackling imbalance radiomics in acoustic neuroma," addresses a critical challenge in the field: the class imbalance problem in radiomic datasets, which can skew predictive models for tumour behavior. This work has garnered 8 citations, reflecting its relevance to improving the accuracy of non-invasive tumour characterization. By developing methods to handle imbalanced data, Antoni has advanced the use of radiomics for guiding treatment decisions, such as stereotactic radiosurgery, in acoustic neuroma patients. Their research is vital for enhancing the precision of tumour growth prediction, ultimately aiding in the management of this benign but potentially serious intracranial tumour. Antoni’s contributions underscore a commitment to refining computational approaches in medical imaging, with implications for personalized oncology.
Research Focus
Key Achievements
Top Papers
- 1Tackling imbalance radiomics in acoustic neuroma8 citations · 2019